Hidden stage of intracranial hemorrhage in newborn rats studied with laser speckle contrast imaging and wavelets

Using the laser speckle contrast imaging and wavelet-based analyses, we investigate a latent (a "hidden") stage of the development of intracranial hemorrhages (ICHs) in newborn rats. We apply two measures based on the continuous wavelet-transform of blood flow velocity in the sagittal sinus, namely, the spectral energy in distinct frequency ranges and a multiscality degree characterizing complexity of experimental data. We show that the wavelet-based multifractal formalism reveals changes in the cerebrovascular blood flow at the development of ICH.

[1]  P. Kohnen,et al.  Subependymal and intraventricular hemorrhages in the newborn. , 1974, The American journal of pathology.

[2]  Alexey N. Pavlov,et al.  Multifractal characterization of blood pressure dynamics: stress-induced phenomena , 2005 .

[3]  D. Boas,et al.  Laser speckle contrast imaging in biomedical optics. , 2010, Journal of biomedical optics.

[4]  J D Briers,et al.  Laser speckle contrast analysis (LASCA): a nonscanning, full-field technique for monitoring capillary blood flow. , 1996, Journal of biomedical optics.

[5]  Donald D Duncan,et al.  Detrimental effects of speckle-pixel size matching in laser speckle contrast imaging. , 2008, Optics letters.

[6]  B. Levine,et al.  Autonomic Neural Control of Dynamic Cerebral Autoregulation in Humans , 2002, Circulation.

[7]  S. Mallat A wavelet tour of signal processing , 1998 .

[8]  Valery V. Tuchin,et al.  THE EXPERIMENTAL STUDY OF STRESS-RELATED PATHOLOGICAL CHANGES IN CEREBRAL VENOUS BLOOD FLOW IN NEWBORN RATS ASSESSED BY DOCT , 2013 .

[9]  Alexey N. Pavlov,et al.  Application of wavelet-based tools to study the dynamics of biological processes , 2006, Briefings Bioinform..

[10]  Y. Meyer Wavelets and Operators , 1993 .

[11]  Vadim S. Anishchenko,et al.  Multifractal analysis of complex signals , 2007 .

[12]  Maiken Nedergaard,et al.  Anatomic Analysis of Blood Vessels in Germinal Matrix, Cerebral Cortex, and White Matter in Developing Infants , 2004, Pediatric Research.

[13]  Valery V. Tuchin,et al.  WAVELET-BASED ANALYSIS OF CEREBROVASCULAR DYNAMICS IN NEWBORN RATS WITH INTRACRANIAL HEMORRHAGES , 2014 .

[14]  Qingming Luo,et al.  Fast blood flow visualization of high-resolution laser speckle imaging data using graphics processing unit. , 2008, Optics express.

[15]  Analysis of correlation properties of random processes using short signals , 2008 .

[16]  P. Ballabh,et al.  Intraventricular Hemorrhage in Premature Infants: Mechanism of Disease , 2010, Pediatric Research.

[17]  E. Mosekilde,et al.  Rhythmic components in renal autoregulation: Nonlinear modulation phenomena , 2009 .

[18]  E. Mosekilde,et al.  CHARACTERIZATION OF RENAL BLOOD FLOW REGULATION BASED ON WAVELET COEFFICIENTS , 2010 .

[19]  E. Bacry,et al.  Wavelets and multifractal formalism for singular signals: Application to turbulence data. , 1991, Physical review letters.

[20]  R I Kitney,et al.  Transient interactions between blood pressure, respiration and heart rate in man. , 1985, Journal of biomedical engineering.

[21]  H E Stanley,et al.  Statistical physics and physiology: monofractal and multifractal approaches. , 1999, Physica A.

[22]  V V Tuchin,et al.  Multiresolution analysis of pathological changes in cerebral venous dynamics in newborn mice with intracranial hemorrhage: adrenorelated vasorelaxation , 2014, Physiological measurement.

[23]  Jim Baun Neonatal Intracranial Hemorrhage , 1991, Journal of Diagnostic Medical Sonography.

[24]  A. Stefanovska,et al.  Wavelet analysis of oscillations in the peripheral blood circulation measured by laser Doppler technique , 1999, IEEE Transactions on Biomedical Engineering.

[25]  L. Amaral,et al.  Multifractality in human heartbeat dynamics , 1998, Nature.

[26]  Paul S. Addison,et al.  The Illustrated Wavelet Transform Handbook , 2002 .

[27]  Y. Meyer,et al.  Wavelets and Operators: Frontmatter , 1993 .

[28]  E. Bacry,et al.  The Multifractal Formalism Revisited with Wavelets , 1994 .